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» On multi-avoidance of generalized patterns
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120
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ML
2006
ACM
110views Machine Learning» more  ML 2006»
15 years 2 months ago
Classification-based objective functions
Backpropagation, similar to most learning algorithms that can form complex decision surfaces, is prone to overfitting. This work presents classification-based objective functions, ...
Michael Rimer, Tony Martinez
116
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PAA
2008
15 years 2 months ago
Prototype reduction using an artificial immune model
Artificial immune system (AIS)-based pattern classification approach is relatively new in the field of pattern recognition. The study explores the potentiality of this paradigm in ...
Utpal Garain
124
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PR
2008
144views more  PR 2008»
15 years 2 months ago
Kernel quadratic discriminant analysis for small sample size problem
It is generally believed that quadratic discriminant analysis (QDA) can better fit the data in practical pattern recognition applications compared to linear discriminant analysis ...
Jie Wang, Konstantinos N. Plataniotis, Juwei Lu, A...
186
Voted

Publication
139views
15 years 2 months ago
Separation of concerns in compiler development using aspect-orientation
A major difficulty in compiler development regards the proper modularization of concerns among the various compiler phases. The traditional object-oriented development paradigm ha...
121
Voted
AROBOTS
2005
98views more  AROBOTS 2005»
15 years 2 months ago
Terrain Classification Using Weakly-Structured Vehicle/Terrain Interaction
We present a new terrain classification technique both for effective, autonomous locomotion over rough, unknown terrains and for the qualitative analysis of terrains for exploratio...
Amy C. Larson, Guleser K. Demir, Richard M. Voyles